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Jump to: 2015 | 2014 | 2013 | 2012 | 2011 | 2010 | 2009 | 2008 | 2007 | 2006 | 2004 | 2003 | 2002
Number of items: 42.

2015

Cao, Y, Li, Yuhua, Coleman, SA, Belatreche, Ammar and McGinnity, TM (2015) Adaptive Hidden Markov Model With Anomaly States for Price Manipulation Detection. IEEE Transactions on Neural Networks and Learning Systems, 26 (2). pp. 318-330. [Journal article]

Ding, Xuemei, Li, Yuhua, Belatreche, Ammar and Maguire, Liam (2015) Novelty Detection Using Level Set Methods. IEEE Transactions on Neural Networks and Learning Systems, 26 (3). pp. 576-588. [Journal article]

2014

Abuhassan, Kamal, Coyle, Damien, Belatreche, Ammar and Maguire, LP (2014) Compensating for synaptic loss in Alzheimer’s disease. Journal of Computational Neuroscience, 36 (1). pp. 19-37. [Journal article]

Cao, Yi, Li, Yuhua, Coleman, SA, Belatreche, Ammar and McGinnity, TM (2014) Detecting Price Manipulation in the Financial Market. In: IEEE Computational Intelligence for Financial Engineering and Economics 2014, Canary Wharf, London. IEEE. 8 pp. [Conference contribution]

Cao, Yi, Li, Yuhua, Coleman, SA, Belatreche, Ammar and McGinnity, TM (2014) Detecting Wash Trade in the Financial Market. In: IEEE Computational Intelligence for Financial Engineering and Economics , Canary Wharf, London. IEEE. 7 pp. [Conference contribution]

Ding, Xuemei, Li, Yuhua, Belatreche, Ammar and Maguire, Liam (2014) A locally adaptive boundary evolution algorithm for novelty detection using level set methods. In: IEEE 2014 International Joint Conference on Neural Networks (IJCNN), Beijing, China. IEEE. 7 pp. [Conference contribution]

Ding, Xuemei, Li, Yuhua, Belatreche, Ammar and Maguire, LP (2014) An experimental evaluation of novelty detection methods. Neurocomputing, 135 . pp. 313-327. [Journal article]

Fan , Sun, Belatreche, Ammar, Coleman, SA, McGinnity, TM and Li, Yuhua (2014) Pre-processing Online Financial Text for Sentiment Classification: A Natural Language Processing Approach. In: IEEE Computational Intelligence for Financial Engineering and Economics . IEEE. 8 pp. [Conference contribution]

Gerlein, Eduardo, McGinnity, TM, Belatreche, Ammar, Coleman, SA and Li, Yuhua (2014) Hardware-based Agent Modelling: Event-Driven Reactive Architecture (EDRA). In: 13th International Conference on Autonomous Agents and Multi-agent Systems, Paris, France. ACM . 2 pp. [Conference contribution]

Gerlein, Eduardo, McGinnity, TM, Belatreche, Ammar, Coleman, SA and Li, Yuhua (2014) Multi-agent Pre-trade Analysis Acceleration in FPGA. In: IEEE Computational Intelligence for Financial Engineering and Economics , Canary Wharf, London. IEEE. 8 pp. [Conference contribution]

McDonald, Scott, Coleman, SA, McGinnity, TM, Li, Yuhua and Belatreche, Ammar (2014) A Comparison of Forecasting Approaches for Capital Markets. In: IEEE Computational Intelligence for Financial Engineering and Economics. IEEE. 8 pp. [Conference contribution]

Shynkevich, Yauheniya, McGinnity, TM, Coleman, SA, Li, Yuhua and Belatreche, Ammar (2014) Forecasting stock price directional movements using technical indicators: investigating window size effects on one-step-ahead forecasting. In: IEEE Computational Intelligence for Financial Engineering and Economics , Canary Wharf, London. IEEE. 8 pp. [Conference contribution]

Taherkhani, Aboozar, Belatreche, Ammar, Li, Yuhua and Maguire, Liam (2014) A new biologically plausible supervised learning method for spiking neurons. In: 22st European Symposium on Artificial Neural Networks, Computational Intelligence And Machine Learning, Bruges, Belgium. i6doc.com publ.. 6 pp. [Conference contribution]

Wang, Jinling, Belatreche, Ammar, Maguire, Liam and McGinnity, Martin (2014) An online supervised learning method for spiking neural networks with adaptive structure. Neurocomputing, 144 . pp. 526-536. [Journal article]

2013

Cao, Yi, Li, Yuhua, Coleman, Sonya, Belatreche, Ammar and McGinnity, Martin (2013) A Hidden Markov Model with Abnormal States for Detecting Stock Price Manipulation. In: IEEE International Conference on Systems, Man, and Cybernetics, Manchester. IEEE. 6 pp. [Conference contribution]

Ding, Xuemei, Li, Yuhua, Belatreche, Ammar and Maguire, Liam (2013) Novelty Detection Using Level Set Methods with Adaptive Boundaries. In: 2013 IEEE International Conference on Systems, Man, and Cybernetics, Manchester. IEEE. 6 pp. [Conference contribution]

2012

Belatreche, Ammar and Paul, Rakesh (2012) Dynamic cluster formation using populations of spiking neurons. In: The 2012 IEEE International Joint Conference on Neural Networks (IJCNN), , Brisbane, Australia. IEEE. 6 pp. [Conference contribution]

Ding, Xuemei, Li, Yuhua, Belatreche, Ammar and Maguire, LP (2012) Constructing minimum volume surfaces using level set methods for novelty detection. In: International Joint Conference on Neural Networks (IJCNN), June 10-15, 2012, Brisbane, Australia, pp.3158-3163. IEEE. 6 pp. [Conference contribution]

Ghani, Arfan, McDaid, Liam, Belatreche, Ammar, Hall, Stephen, Huang, Shou, Marsland, John, Dowrick, Thomas and Smith, Andy (2012) Evaluating the generalisation capability of a CMOS based synapse. Neurocomputing, 83 . pp. 188-197. [Journal article]

Sun, Fan, Belatreche, Ammar, Coleman, SA, McGinnity, TM and Li, Yuhua (2012) Evaluation of LibSVM and Mutual Information Matching Classifiers for Multi-Domain Sentiment Analysis. In: The 23rd Irish Conference on Artificial Intelligence and Cognitive Science, Dublin City University. Logos Verlag. 6 pp. [Conference contribution]

2011

Ghani, Arfan, McDaid, LJ, Belatreche, Ammar, Kelly, Peter, Hall, Steve, Dowrick, Tom, Huang, Shou, Marsland, John and Smith, Andy (2011) Evaluating the Training Dynamics of a CMOS based Synapse. In: IEEE 2011 International Joint Conference on Neural Networks (IJCNN), San Jose, California, USA. IEEE. 8 pp. [Conference contribution]

Wang, Jinling, Belatreche, Ammar, Maguire, Liam and McGinnity, Martin (2011) A New Learning Algorithm for Adaptive Spiking Neural Networks. In: International Conference on Neural Information Processing , China. Springer. Vol 7062 8 pp. [Conference contribution]

2010

Belatreche, Ammar (2010) Biologically Inspired Neural Networks. VDM Verlag. 244 pp ISBN 978-3-639-22826-7 [Book (authored)]

Belatreche, Ammar, Maguire, LP, McGinnity, TM, Ghani, Arfan and McDaid, Liam (2010) Application of biologically inspired neural oscillators to colour image segmentation. In: IEEE 2010 International Joint Conference on Neural Networks (IJCNN), Barcelona, Spain. IEEE Xplore. 8 pp. [Conference contribution]

Belatreche, Ammar, Maguire, LP, McGinnity, TM, McDaid, Liam and Ghani, Arfan (2010) Computing with Biologically Inspired Neural Oscillators: Application to Colour Image Segmentation. Advances in Artificial Intelligence, 2010 . pp. 1-21. [Journal article]

Ghani, Arfan, McGinnity, TM, Maguire, LP, McDaid, Liam and Belatreche, Ammar (2010) Neuro-Inspired Speech Recognition Based on Reservoir Computing. In: Advances in Speech Recognition. Sciyo, pp. 7-36. ISBN 978-953-307-097-1 [Book section]

2009

Ghani, Arfan, McDaid, Liam, Belatreche, Ammar and Ahmed, Waqar (2009) Neuro inspired reconfigurable architecture for hardware/software co-design. In: IEEE International System on Chip Conference (SoCC 2009). UNSPECIFIED. 4 pp. [Conference contribution]

Wang, Jinling, Belatreche, Ammar, Maguire, Liam and McGinnity, Martin (2009) Online versus Offline Learning for Spiking Neural Networks: A review and new strategies. In: 8th IEEE international Conference on Cybernetic Intelligent Systems. UNSPECIFIED. 6 pp. [Conference contribution]

2008

Wu, Q, McGinnity, TM, Maguire, LP, Belatreche, A and Glackin, B (2008) Processing visual stimuli using hierarchical spiking neural networks. Neurocomputing, 71 (10-12). pp. 2055-2068. [Journal article]

Wu, Qing, McGinnity, Martin, Maguire, Liam, Belatreche, Ammar and Glackin, Brendan (2008) 2D co-ordinate transformation based on a spike timing-dependent plasticity learning mechanism. Neural Networks, 21 (9). pp. 1318-1327. [Journal article]

Wu, Qing, McGinnity, TM, Maguire, Liam, Belatreche, Ammar and Glackin, Brendan (2008) Processing visual stimuli using hierarchical spiking neural networks. Neurocomputing, 71 (10-12). pp. 2055-2068. [Journal article]

2007

Belatreche, A, Maguire, LP and McGinnity, TM (2007) Advances in Design and Application of Spiking Neural Networks. Soft Computing - A Fusion of Foundations, Methodologies and Applications, 11 (3). pp. 239-248. [Journal article]

Maguire, Liam, McGinnity, Martin, Glackin, Brendan, Ghani, Arfan, Belatreche, Ammar and Harkin, Jim (2007) Challenges for large-scale implementations of Spiking Neural Networks on FPGAs. Neurocomputing, 71 (1-3). pp. 13-29. [Journal article]

Maguire, LP, McGinnity, TM, Glackin, B, Ghani, Arfan, Belatreche, A and Harkin, JG (2007) Challenges for Large-scale Implementations of Spiking Neural Networks on FPGAs. Neurocomputing - Special Issue on Hardware of Neurocomputing, 71 (1-3). pp. 13-29. [Journal article]

Wu, Qing, McGinnity, Martin, Maguire, Liam, Belatreche, Ammar and Glackin, Brendan (2007) Edge Detection Based on Spiking Neural Network Model. Lecture Notes in Computer Science, 4682/2007 . pp. 26-34. [Journal article]

Wu, Qingxiang, McGinnity, TM, Maguire, LP, Belatreche, Ammar and Glackin, Brendan (2007) Simulation of Intelligent Computational Models in Biological Systems. In: The International Conference on Machine Learning and Cybernetics (ICMLC2007). IEEE. 5 pp. [Conference contribution]

Wu, Qingxiang, McGinnity, TM, Maguire, LP, Glackin, Brendan and Belatreche, Ammar (2007) Learning Mechanisms in Networks of Spiking Neurons. In: Studies in Computational Intelligence. (Eds: Chen , Ke and Wang, Lipo), Springer-Verlag , pp. 171-197. ISBN 1860-949X [Book section]

2006

Belatreche, A, Maguire, LP, McGinnity, TM and Wu, Q (2006) Evolutionary design of spiking neural networks. Journal of new mathematics and natural computing, 2 (3). pp. 237-253. [Journal article]

2004

Belatreche, Ammar, Maguire, Liam and McGinnity, Martin (2004) Pattern Recognition with Spiking Neural Networks and Dynamic Synapses. In: 6th International FLINS Conference APPLIED COMPUTATIONAL INTELLIGENCE, Blankenberge, Belgium. UNSPECIFIED. 6 pp. [Conference contribution]

Johnston, S, Prasad, G, Maguire, LP, McGinnity, TM and Belatreche, A (2004) Investigation into the pragmatism of phenomenological spiking neurons for hardware implementation on FPGAs. In: IEEE SMC UK-RI chapter Conference, Derry. IEEE SMC UK-RI chapter. 6 pp. [Conference contribution]

2003

Belatreche, Ammar, Maguire, Liam, McGinnity, Martin and Wu, Qing (2003) A Method for Supervised Training of Spiking Neural Networks. In: IEEE Cybernetics Intelligence Challenges and Advances (CICA) 2003, United Kingdom. UNSPECIFIED. 6 pp. [Conference contribution]

2002

Amira, A, Bouridane, A, Milligan, P and Belatreche, A (2002) Design of efficient architectures for discrete orthogonal transforms using bit level systolic structures. IEE PROCEEDINGS-COMPUTERS AND DIGITAL TECHNIQUES, 149 (1). pp. 17-24. [Journal article]

This list was generated on Sat Apr 18 07:54:55 2015 BST.